{"id":"W2594744300","doi":"10.1182/blood.v126.23.4201.4201","title":"Outcomes after Initial Relapse of Multiple Myeloma: An International Myeloma Working Group Study","year":2015,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Multiple myeloma; Medicine; Regimen; Bortezomib; Internal medicine; Clinical trial; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002084046,0.0005484823,0.000604631,0.001250993,0.0007264827,0.001163211,0.000856579,0.0007751859,0.00132426],"category_scores_gemma":[0.002818501,0.000283261,0.0006551823,0.002381785,0.0004836874,0.001108682,0.001049028,0.0009821492,0.0003808745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005821449,"about_ca_system_score_gemma":0.0006272042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004477897,"about_ca_topic_score_gemma":0.003415248,"domain_scores_codex":[0.9992971,0.0002216589,0.00007105409,0.0001575899,0.0001138245,0.0001386877],"domain_scores_gemma":[0.9970709,0.0002815202,0.001520809,0.0002334406,0.0002463066,0.0006469635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002952183,0.00005914036,0.9983542,0.00000877204,0.0000600186,0.0000873089,0.0001458666,0.00003092889,0.00004144261,0.00001609261,0.0002184219,0.0006825967],"study_design_scores_gemma":[0.00008115137,0.0002409644,0.9983152,0.00001751236,0.00008896676,0.0003153288,0.0004640445,0.0001102041,0.00003879023,0.00003412648,0.0002851422,0.000008624512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982319,0.0002118673,0.00004434432,0.00008732861,0.000007263568,0.00003245083,0.0006413076,0.000003587014,0.0007399797],"genre_scores_gemma":[0.998576,0.000110704,0.00004572171,0.00006771829,0.00001720679,0.00003844049,0.001033477,0.000003561104,0.000107017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004477897,"threshold_uncertainty_score":0.01102161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06316883351363833,"score_gpt":0.3488994633154714,"score_spread":0.2857306298018331,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}